diff --git a/packaging/docker/DockerfileTDgpt b/packaging/docker/DockerfileTDgpt
new file mode 100644
index 0000000000..d577bdc779
--- /dev/null
+++ b/packaging/docker/DockerfileTDgpt
@@ -0,0 +1,26 @@
+FROM tdgpt_env:1.0
+WORKDIR /root
+ENV DEBIAN_FRONTEND=noninteractive
+ARG pkgFile
+ARG dirName
+ARG modelDlUrl
+
+# for timer-moe
+# ADD ${modelDlUrl}/timer-moe.tar.gz /root/
+# RUN tar -xzf timer-moe.tar.gz && rm -rf timer-moe.tar.gz
+
+ADD ${pkgFile} \
+    ${modelDlUrl}/taos.pth \
+    ${modelDlUrl}/taos_ts_server.py \
+    ${modelDlUrl}/fc_australia.sql \
+    /root/
+
+RUN cd ${dirName}/ && \
+    /bin/bash install.sh -e no && \
+    cd .. && \
+    rm -rf ${dirName}
+COPY entrypoint.sh /usr/local/bin/entrypoint.sh
+RUN chmod +x /usr/local/bin/entrypoint.sh /root/taos_ts_server.py
+EXPOSE 6090 8387 5000
+ENTRYPOINT ["/usr/local/bin/entrypoint.sh"]
+
diff --git a/tools/tdgpt/dockerfile/base_image/Dockerfile b/packaging/docker/DockerfileTDgpt.base
similarity index 55%
rename from tools/tdgpt/dockerfile/base_image/Dockerfile
rename to packaging/docker/DockerfileTDgpt.base
index 5c9f719f25..5fc3c29190 100644
--- a/tools/tdgpt/dockerfile/base_image/Dockerfile
+++ b/packaging/docker/DockerfileTDgpt.base
@@ -9,9 +9,22 @@ RUN apt-get -o Acquire::Check-Valid-Until=false -o Acquire::Check-Date=false upd
     rm -rf /var/lib/apt/lists/* && \
     python3.10 -m venv /var/lib/taos/taosanode/venv && \
     pip install --upgrade pip && \
-    pip install --ignore-installed blinker && \
-    pip install numpy==1.26.4 pandas==1.5.0 scikit-learn outlier_utils statsmodels pyculiarity pmdarima flask matplotlib uwsgi -i https://pypi.tuna.tsinghua.edu.cn/simple && \
-    pip install torch --index-url https://download.pytorch.org/whl/cpu && \
+    pip install --no-cache-dir --ignore-installed blinker && \
+    pip install --no-cache-dir torch --index-url https://download.pytorch.org/whl/cpu && \
+    pip install --no-cache-dir \
+                    numpy==1.26.4 \
+                    pandas==1.5.0 \
+                    scikit-learn \
+                    outlier_utils \
+                    statsmodels \
+                    pyculiarity \
+                    pmdarima \
+                    flask \
+                    matplotlib \
+                    uwsgi \
+                    transformers==4.40.0 \
+                    accelerate \
+                    -i https://pypi.tuna.tsinghua.edu.cn/simple && \
     pip install --upgrade keras -i https://pypi.tuna.tsinghua.edu.cn/simple
 
 FROM python:3.10-slim
diff --git a/packaging/docker/dockerbuild.sh b/packaging/docker/dockerbuild.sh
index ee09854176..acea542b84 100755
--- a/packaging/docker/dockerbuild.sh
+++ b/packaging/docker/dockerbuild.sh
@@ -4,7 +4,7 @@
 set -e
 #set -x
 
-# dockerbuild.sh 
+# dockerbuild.sh
 #             -c [aarch32 | aarch64 | amd64 | x86 | mips64 | loongarch64...]
 #             -n [version number]
 #             -p [password for docker hub]
@@ -17,11 +17,13 @@ cpuTypeAlias=""
 version=""
 passWord=""
 pkgFile=""
+tdgptPkgFile=""
 verType="stable"
 dockerLatest="n"
 cloudBuild="n"
+modelDlUrl=""
 
-while getopts "hc:n:p:f:V:a:b:d:" arg
+while getopts "hc:n:p:f:V:g:u:a:b:d:" arg
 do
   case $arg in
     c)
@@ -48,6 +50,14 @@ do
       #echo "verType=$OPTARG"
       verType=$(echo $OPTARG)
       ;;
+    g)
+      #echo "tdgptPkgFile=$OPTARG"
+      tdgptPkgFile=$(echo $OPTARG)
+      ;;
+    u)
+      #echo "modelDlUrl=$OPTARG"
+      modelDlUrl=$(echo $OPTARG)
+      ;;
     d)
       #echo "cloudBuild=$OPTARG"
       cloudBuild=$(echo $OPTARG)
@@ -61,12 +71,14 @@ do
       echo "                      -n [version number] "
       echo "                      -p [password for docker hub] "
       echo "                      -V [stable | beta] "
+      echo "                      -g [pkg name for tdgpt] "
+      echo "                      -u [model download url] "
       echo "                      -f [pkg file] "
       echo "                      -a [y | n ]   "
       echo "                      -d [cloud build ] "
       exit 0
       ;;
-    ?) #unknow option 
+    ?) #unknow option
       echo "unkonw argument"
       exit 1
       ;;
@@ -82,9 +94,15 @@ done
 if [ "$verType" == "beta" ]; then
   dockername=${cpuType}-${verType}
   dirName=${pkgFile%-beta*}
+  if [ -n "$tdgptPkgFile" ];then
+    tdgptDirName=${tdgptPkgFile%-beta*}
+  fi
 elif [ "$verType" == "stable" ]; then
   dockername=${cpuType}
   dirName=${pkgFile%-Linux*}
+  if [ -n "$tdgptPkgFile" ];then
+    tdgptDirName=${tdgptPkgFile%-Linux*}
+  fi
 else
   echo "unknow verType, nor stabel or beta"
   exit 1
@@ -103,7 +121,11 @@ communityDir=${scriptDir}/../../../community
 DockerfilePath=${communityDir}/packaging/docker/
 if [ "$cloudBuild" == "y" ]; then
   communityArchiveDir=/nas/TDengine/v$version/cloud
-  Dockerfile=${communityDir}/packaging/docker/DockerfileCloud
+  if [ -n "$tdgptPkgFile" ];then
+    Dockerfile=${communityDir}/packaging/docker/DockerfileCloudTDgpt
+  else
+    Dockerfile=${communityDir}/packaging/docker/DockerfileCloud
+  fi
 else
   communityArchiveDir=/nas/TDengine/v$version/community
   Dockerfile=${communityDir}/packaging/docker/Dockerfile
@@ -125,22 +147,36 @@ else
 fi
 # check the tdengine cloud base image existed or not
 if [ "$cloudBuild" == "y" ]; then
-  CloudBase=$(docker images | grep tdengine/tdengine-cloud-base ||:)
-  if [[ "$CloudBase" == "" ]]; then
-    echo "Rebuild tdengine cloud base image..."
-    docker build --rm -f "${communityDir}/packaging/docker/DockerfileCloud.base" -t tdengine/tdengine-cloud-base "." --build-arg cpuType=${cpuTypeAlias}
+  if [ -n "$tdgptPkgFile" ];then
+    CloudBase=$(docker images | grep tdengine/tdengine-cloud-tdgpt-base ||:)
+    if [[ "$CloudBase" == "" ]]; then
+      echo "Rebuild tdengine cloud tdgpt base image..."
+      docker build --rm -f "${communityDir}/packaging/docker/DockerfileCloudTDgpt.base" -t tdengine/tdengine-cloud-tdgpt-base "." --build-arg cpuType=${cpuTypeAlias}
+    else
+      echo "Already found tdengine cloud tdgpt base image"
+    fi
   else
-    echo "Already found tdengine cloud base image"
+    CloudBase=$(docker images | grep tdengine/tdengine-cloud-base ||:)
+    if [[ "$CloudBase" == "" ]]; then
+      echo "Rebuild tdengine cloud base image..."
+      docker build --rm -f "${communityDir}/packaging/docker/DockerfileCloud.base" -t tdengine/tdengine-cloud-base "." --build-arg cpuType=${cpuTypeAlias}
+    else
+      echo "Already found tdengine cloud base image"
+    fi
   fi
 fi
 
-docker build --rm -f "${Dockerfile}"  --network=host -t tdengine/tdengine-${dockername}:${version} "." --build-arg pkgFile=${pkgFile} --build-arg dirName=${dirName} --build-arg cpuType=${cpuTypeAlias}
+if [ -n "$tdgptPkgFile" ];then
+  docker build --rm -f "${Dockerfile}"  --network=host -t tdengine/tdengine-${dockername}:${version} "." --build-arg pkgFile=${pkgFile} --build-arg dirName=${dirName} --build-arg tdgptPkgFile=${tdgptPkgFile} --build-arg tdgptDirName=${tdgptDirName} --build-arg cpuType=${cpuTypeAlias} --build-arg modelDlUrl=${modelDlUrl}
+else
+  docker build --rm -f "${Dockerfile}"  --network=host -t tdengine/tdengine-${dockername}:${version} "." --build-arg pkgFile=${pkgFile} --build-arg dirName=${dirName} --build-arg cpuType=${cpuTypeAlias}
+fi
 if [ "$cloudBuild" != "y" ]; then
   docker login -u tdengine -p ${passWord}  #replace the docker registry username and password
   docker push tdengine/tdengine-${dockername}:${version}
 fi
 
-# set this version to latest version 
+# set this version to latest version
 if  [ "$cloudBuild" != "y" ] && [ ${dockerLatest} == 'y' ]  ;then
   docker tag tdengine/tdengine-${dockername}:${version} tdengine/tdengine-${dockername}:latest
   docker push tdengine/tdengine-${dockername}:latest
diff --git a/packaging/docker/entrypoint.sh b/packaging/docker/entrypoint.sh
new file mode 100755
index 0000000000..06750ca8db
--- /dev/null
+++ b/packaging/docker/entrypoint.sh
@@ -0,0 +1,46 @@
+#!/bin/bash
+
+export PATH="/usr/local/taos/taosanode/venv/bin:$PATH"
+export LANG=en_US.UTF-8
+export LC_CTYPE=en_US.UTF-8
+export LC_ALL=en_US.UTF-8
+
+CONFIG_FILE="/usr/local/taos/taosanode/cfg/taosanode.ini"
+TS_SERVER_FILE="/root/taos_ts_server.py"
+TIMER_POE_FILE="/root/timer-moe/timer-moe_server.py"
+
+if [ ! -f "$CONFIG_FILE" ]; then
+  echo "Error: Configuration file $CONFIG_FILE not found!"
+  exit 1
+fi
+
+
+if [ -f $TS_SERVER_FILE ];then
+  echo "Starting tdtsfm server..."
+  python3 $TS_SERVER_FILE --action server &
+  TAOS_TS_PID=$!
+
+  if ! ps -p $TAOS_TS_PID > /dev/null; then
+    echo "Error: tdtsfm server failed to start!"
+    exit 1
+  fi
+fi
+if [ -f $TIMER_POE_FILE ];then
+  echo "Starting timer-moe server..."
+  cd $(dirname "$TIMER_POE_FILE")
+  python3 $TIMER_POE_FILE --action server &
+  TIMER_MOE_PID=$!
+
+  if ! ps -p $TIMER_MOE_PID > /dev/null; then
+    echo "Error: timer-moe server failed to start!"
+    exit 1
+  fi
+fi
+
+echo "Starting uWSGI with config: $CONFIG_FILE"
+exec /usr/local/taos/taosanode/venv/bin/uwsgi --ini "$CONFIG_FILE"
+
+if [ $? -ne 0 ]; then
+  echo "uWSGI failed to start. Exiting..."
+  exit 1
+fi
diff --git a/tools/tdgpt/dockerfile/base_image/README b/tools/tdgpt/dockerfile/base_image/README
deleted file mode 100644
index 3c4ecd3104..0000000000
--- a/tools/tdgpt/dockerfile/base_image/README
+++ /dev/null
@@ -1 +0,0 @@
-docker build -t "tdgpt_env:1.0" .
diff --git a/tools/tdgpt/dockerfile/tdgpt/Dockerfile b/tools/tdgpt/dockerfile/tdgpt/Dockerfile
deleted file mode 100644
index 8192c378ac..0000000000
--- a/tools/tdgpt/dockerfile/tdgpt/Dockerfile
+++ /dev/null
@@ -1,11 +0,0 @@
-FROM tdgpt_env:1.0
-WORKDIR /apps
-ENV DEBIAN_FRONTEND=noninteractive
-ARG pkgFile
-ARG dirName
-ADD ${pkgFile} /apps
-RUN cd ${dirName}/ && /bin/bash install.sh -e no && cd .. && rm -rf ${dirName}
-COPY entrypoint.sh /usr/local/bin/entrypoint.sh
-RUN chmod +x /usr/local/bin/entrypoint.sh
-EXPOSE 6090 8387
-ENTRYPOINT ["/usr/local/bin/entrypoint.sh"]
diff --git a/tools/tdgpt/dockerfile/tdgpt/README b/tools/tdgpt/dockerfile/tdgpt/README
deleted file mode 100644
index 9963313ae0..0000000000
--- a/tools/tdgpt/dockerfile/tdgpt/README
+++ /dev/null
@@ -1 +0,0 @@
-docker build --build-arg pkgFile=TDengine-anode-3.3.6.0-Linux-x64.tar.gz --build-arg dirName=TDengine-anode-3.3.6.0 -t "tdgpt-ce:3.3.6.0" .
diff --git a/tools/tdgpt/dockerfile/tdgpt/entrypoint.sh b/tools/tdgpt/dockerfile/tdgpt/entrypoint.sh
deleted file mode 100755
index 1f44ab4b77..0000000000
--- a/tools/tdgpt/dockerfile/tdgpt/entrypoint.sh
+++ /dev/null
@@ -1,20 +0,0 @@
-#!/bin/bash
-
-export PATH="/usr/local/taos/taosanode/venv/bin:$PATH"
-export LANG=en_US.UTF-8
-export LC_CTYPE=en_US.UTF-8
-export LC_ALL=en_US.UTF-8
-
-CONFIG_FILE="/usr/local/taos/taosanode/cfg/taosanode.ini"
-if [ ! -f "$CONFIG_FILE" ]; then
-  echo "Error: Configuration file $CONFIG_FILE not found!"
-  exit 1
-fi
-
-echo "Starting uWSGI with config: $CONFIG_FILE"
-exec /usr/local/taos/taosanode/venv/bin/uwsgi --ini "$CONFIG_FILE"
-
-if [ $? -ne 0 ]; then
-  echo "uWSGI failed to start. Exiting..."
-  exit 1
-fi